Theory of the Multiregional Neocortex: Large-Scale Neural Dynamics and Distributed Cognition

The neocortex is a complex neurobiological system with many interacting regions. How these regions work together to subserve flexible behavior and cognition has become increasingly amenable to rigorous research. Here, I review recent experimental and theoretical work on the modus operandi of a multi...

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Published inAnnual review of neuroscience Vol. 45; p. 533
Main Author Wang, Xiao-Jing
Format Journal Article
LanguageEnglish
Published United States 08.07.2022
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Abstract The neocortex is a complex neurobiological system with many interacting regions. How these regions work together to subserve flexible behavior and cognition has become increasingly amenable to rigorous research. Here, I review recent experimental and theoretical work on the modus operandi of a multiregional cortex. These studies revealed several general principles for the neocortical interareal connectivity, low-dimensional macroscopic gradients of biological properties across cortical areas, and a hierarchy of timescales for information processing. Theoretical work suggests testable predictions regarding differential excitation and inhibition along feedforward and feedback pathways in the cortical hierarchy. Furthermore, modeling of distributed working memory and simple decision-making has given rise to a novel mathematical concept, dubbed bifurcation in space, that potentially explains how different cortical areas, with a canonical circuit organization but gradients of biological heterogeneities, are able to subserve their respective (e.g., sensory coding versus executive control) functions in a modularly organized brain.
AbstractList The neocortex is a complex neurobiological system with many interacting regions. How these regions work together to subserve flexible behavior and cognition has become increasingly amenable to rigorous research. Here, I review recent experimental and theoretical work on the modus operandi of a multiregional cortex. These studies revealed several general principles for the neocortical interareal connectivity, low-dimensional macroscopic gradients of biological properties across cortical areas, and a hierarchy of timescales for information processing. Theoretical work suggests testable predictions regarding differential excitation and inhibition along feedforward and feedback pathways in the cortical hierarchy. Furthermore, modeling of distributed working memory and simple decision-making has given rise to a novel mathematical concept, dubbed bifurcation in space, that potentially explains how different cortical areas, with a canonical circuit organization but gradients of biological heterogeneities, are able to subserve their respective (e.g., sensory coding versus executive control) functions in a modularly organized brain.
Author Wang, Xiao-Jing
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Keywords neocortical connectome
computational modeling
distributed cognition
global brain dynamics
hierarchy of timescales
macroscopic gradients
Language English
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Snippet The neocortex is a complex neurobiological system with many interacting regions. How these regions work together to subserve flexible behavior and cognition...
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StartPage 533
SubjectTerms Cognition - physiology
Executive Function
Memory, Short-Term - physiology
Neocortex - physiology
Nerve Net - physiology
Title Theory of the Multiregional Neocortex: Large-Scale Neural Dynamics and Distributed Cognition
URI https://www.ncbi.nlm.nih.gov/pubmed/35803587
Volume 45
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